Laicom Atlas V1

Methodology & Disclosure

This page explains how Atlas should be read: what is live, what is weekly, what is only context, and what should never be treated as a direct trade instruction.

Core Principle

Atlas is a filter, not an execution engine.

Decision Support
Not a guarantee

Atlas helps identify market regime, directional bias, confidence, tradeability, and execution mode. It does not guarantee profit and it is not a standalone buy/sell signal.

Freshness First
Do not use stale scores

Always check Data Status and Daily Score Date first. If the dashboard is stale, use it only as historical context until the next successful daily update.

Mode Gate
Execution protection

Mode overrides the raw score. If Mode says NO_TRADE, stand aside even if the Atlas Score looks directional. This is the defensive layer that should protect against poor-quality macro-shock setups.

Current Live Formula

The live V1 model is intentionally transparent.

With CFTC Active
Main formula
CFTC / COT50%
Structure30%
Geometry20%
Scale-10 to +10

When institutional data exists for a market, Atlas combines weekly positioning with price structure and geometry.

Fallback
Price-only mode
Structure60%
Geometry40%
CFTCUnavailable
UseLower trust

If CFTC is missing, Atlas falls back to price structure and geometry only. This is useful for display and testing, but it should be treated as weaker than CFTC-confirmed scoring.

Score Scale
Plain English
+10Strongest long bias
0Neutral / range
-10Strongest short bias
Near zeroNo edge

Data Sources

What each source means and how it should be trusted.

CFTC COT / TFF
Official weekly positioning
FX + NDXTFF Leveraged Money
Metals / Energy / AgsManaged Money
CadenceWeekly
UseSwing bias

COT/TFF is the official futures-positioning source. It is useful for institutional crowding and swing bias, not intraday timing. The history page records each active COT z-score beside later market movement.

Price Feed
Current V1 OHLC source
Daily scoreDaily OHLC
W/R timingHourly OHLC
CurrentYahoo Finance
TargetMT5 / CMC

Yahoo Finance is a temporary public feed for V1 testing. Production-grade scoring should eventually come from the same MT5/CMC environment used for execution.

CME / Listed Markets
Planned validation layer
FuturesOI / volume
OptionsListed OI
GammaProxy only
StatusPlanned

CME-listed futures and options are useful for exchange-traded validation. FX gamma should be labeled listed-options-only unless OTC data is available.

OFR HFM
Slow systemic-risk context

OFR Hedge Fund Monitor is a weekly or slower macro-risk context layer. It should not be used as a live signal, but it can help identify systemic leverage and hedge-fund crowding conditions.

Daily vs Intraday Layers

Separate workflows, separate meanings.

Daily Atlas
Main decision layer

Daily Atlas controls the main score, regime, mode, confidence, and tradeability. It should run after the U.S. trading day closes.

Intraday Atlas
Timing context only

Intraday Atlas uses hourly data to label wash/rinse session timing: Asian, European, or U.S. It does not replace the Daily Atlas score.

Wash & Rinse
Liquidity-sweep behavior

Wash and rinse means price may have swept liquidity or created a false break. Directional change still requires reclaim, retest, and structure break.

Confidence, Tradeability, and Regime

These are not the same number.

Confidence
Model quality

Confidence measures component agreement, data availability, trend strength, regime quality, and CFTC confidence when available. It is not a win probability.

Tradeability
Market cleanliness

Tradeability measures whether the market is clean enough to focus on. High tradeability should be validated through history; if it does not outperform, the model must be tuned.

Regime
Market condition

Regime describes the market state: trend, range, coil, breakout, wash/rinse, volatile, or insufficient data. Mode decides whether the regime is actionable.

Audit and Tuning

History decides whether the model is useful.

History
Score versus outcome

The history page stores frozen snapshots, COT z-scores, and later 1D / 5D / 10D market movement. This is where misses like GOLD/EURUSD can be measured objectively.

Weekly Report
Human review

The report page summarizes what worked, what failed, regime mix, best and worst signals, and model-tuning notes.

No Hindsight
Immutable snapshots

Scores should be stored as they were at the time. The purpose is to improve Atlas honestly, not rewrite past signals.

Laicom Atlas - Methodology & Disclosure